Research Article
Spatiotemporal Approaches for Quality Control and Error Correction of Atmospheric Data through Machine Learning
Table 1
Information on sensors collecting weather data and details of basic quality control.
| | Weather element | Type of sensor | Physical limit [7] | Time consistency | Persistence | | Min | Max | Max variation | Min variation |
| | Temperature (°C) | MHT-100T | −40 | 60 | 0.1 | 0.1 | | Humidity (%) | MHT-100T | 0 | 100 | 1 | 1 | | UV-rays (W/m2) | SU-100 | — | — | — | — | | Air-PM2.5 (μ/m3) | ES-642 | 0.1 | 359.9 | — | — | | Solar radiation (W/m2) | SP-110 | 0 | 1500 | — | — | | Wind direction (degree) | FST200-202 | 0 | 360 | — | — | | Wind speed (m/s) | FST200-201 | 0 | 75 | 1 | 0.5 |
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